modelgrep

Best DeepSeek Models for Agents

Quick answer · Updated June 2026

DeepSeek V4 Pro is the best DeepSeek model for agents, scoring 63.3 on the Artificial Analysis Agentic Index for tool use and multi-step task completion. DeepSeek V4 Flash (62.3) and DeepSeek V3.2 (52.9) round out the top three.

63.3Agentic
39.3Intelligence
58 t/sSpeed
$0.435Input /M
1.0MContext

AI models ranked by the Artificial Analysis Agentic Index — measuring multi-step tool use, planning and task completion (including Tau²-Bench). The best models for building autonomous agents and agentic workflows.

  1. 1D
    deepseek-v4-pro
    ReasoningToolsJSON39.3 intel · $0.435/M · 58 t/s
    63.3
    Agentic
  2. 2D
    deepseek-v4-flash
    ReasoningToolsJSON46.0 intel · $0.090/M · 73 t/s
    62.3
    Agentic
  3. 3D
    deepseek-v3.2
    ReasoningToolsJSON41.7 intel · $0.229/M · 59 t/s
    52.9
    Agentic
  4. 4D
    deepseek-v3.2-exp
    ReasoningToolsJSON32.1 intel · $0.270/M · 19 t/s
    39.8
    Agentic
  5. 5D
    deepseek-chat-v3.1
    ReasoningToolsJSON28.1 intel · $0.210/M · 92 t/s
    31.9
    Agentic
  6. 6D
    deepseek-v3.1-terminus
    ReasoningToolsJSON28.5 intel · $0.270/M · 27 t/s
    28.6
    Agentic
  7. 7D
    deepseek-r1-0528
    ReasoningToolsJSON27.1 intel · $0.500/M · 30 t/s
    20.8
    Agentic
  8. 8D
    deepseek-chat-v3-0324
    ToolsJSON22.3 intel · $0.200/M · 36 t/s
    16.3
    Agentic
  9. 9D
    deepseek-r1
    ReasoningToolsJSON18.8 intel · $0.700/M · 73 t/s
    3.8
    Agentic

Frequently asked

What is the best DeepSeek model for agents?

DeepSeek V4 Pro is the best DeepSeek model for agents, scoring 63.3 on the Artificial Analysis Agentic Index for tool use and multi-step task completion. DeepSeek V4 Flash (62.3) and DeepSeek V3.2 (52.9) round out the top three.

What's a good alternative to DeepSeek V4 Pro?

DeepSeek V4 Flash (62.3) is the closest alternative on this metric, followed by DeepSeek V3.2 (52.9). See the full ranking above for the tradeoffs.

How many DeepSeek models are there?

modelgrep tracks 12 DeepSeek models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by DeepSeek V4 Flash. 9 of them qualify for this ranking.

More DeepSeek rankings

All rankings